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07/14/2023
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis
We address the problem of generating realistic 3D motions of humans inte...
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06/14/2023
EPIC Fields: Marrying 3D Geometry and Video Understanding
Neural rendering is fuelling a unification of learning, 3D geometry and ...
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09/26/2022
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations
We introduce VISOR, a new dataset of pixel annotations and a benchmark s...
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08/27/2021
Combining chest X-rays and EHR data using machine learning to diagnose acute respiratory failure
When patients develop acute respiratory failure, accurately identifying ...
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09/21/2020
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts
While deep learning has shown promise in improving the automated diagnos...
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03/19/2019
Cross-task weakly supervised learning from instructional videos
In this paper we investigate learning visual models for the steps of ord...
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12/03/2018
Visual Memory for Robust Path Following
Humans routinely retrace paths in a novel environment both forwards and ...
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12/21/2017
Unifying Map and Landmark Based Representations for Visual Navigation
This works presents a formulation for visual navigation that unifies map...
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12/05/2017